应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Universidad de los Andes
您将获得的技能: Community and Social Work, digital literacy, Social and Human Services, Law, Regulation, and Compliance, Digital Communications, Socioeconomics, International Relations, Interactive Learning
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing
中级 · 课程 · 1-4 周

Deep Teaching Solutions
您将获得的技能: 学习理论, 教学法, 时间管理, 批判性思维, 课堂管理, 备课, 特殊教育, 数字教学法, 学生参与, 压力管理, 教学策略, 人类学习, 压力急救, 教育与培训, 混合式学习, 课程开发, 学习策略, 教学, 差异化教学, 讲课
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: AI 工作流程, 张力流, 递归神经网络 (RNN), 自然语言处理, 深度学习, Google 云端平台, 功能工程, 模型评估, 人工神经网络, 嵌入, 迁移学习
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Transfer Learning, Text Mining, Model Evaluation, Predictive Modeling, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric
攻读学位
初级 · 课程 · 1-4 周

Deep Teaching Solutions
您将获得的技能: 学习理论, 以学生为中心的学习, 时间管理, 教学法, 课堂管理, 适应, 学生参与, 教育与培训, 教学策略, 人类学习, 精神集中, 压力急救, 讲课, 学习策略, 教学, 差异化教学
初级 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: 案例研究, 战略领导力, 增强能力, 同情心, 影响, 人才发展, 谈判, 培训, 情绪商数, 文化 Transformer, 积极倾听, 领导力培养, 组织变革, 业务领导, 组织领导力, 同理心, 组织发展, 专业发展, 管理团队, 主动性和领导力
中级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API
初级 · 课程 · 1-4 周

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Engineering Calculations, Applied Mathematics, Engineering Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematical Modeling, Advanced Mathematics, Machine Learning
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Agentic Workflows, Data Governance, AI Enablement, Health Systems, Machine Learning Methods, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems
初级 · 专项课程 · 3-6 个月